Noise Mitigation for Neural Entity Typing and Relation Extraction
For more information, please look at this paper:
Noise Mitigation for Neural Entity Typing and Relation Extraction,
Heike Adel*, Yadollah Yaghoobzadeh* and Hinrich Schütze,
EACL 2017 (*equal contribution)
Python: 2.7.11 Numpy: 1.10.4 Theano: 0.8.2 Blocks: 0.1.1 Fuel: 0.1.1
There are implementation for distant supervised as well as multi-instance multi-label (MIML) entity typing models.
The script used for that is here:
And, the configs are in the "configs" subdirectory.